KAPE: kNN-based performance testing for deep code search

• Main Authors: GUO, Yuejun, HU, Qiang, XIE, Xiaofei, MAXIME, Cordy, PAPADAKIS, Mike, LE TRAON, Yves
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Deep code search; software testing; deep learning testing; test selection; Programming Languages and Compilers; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/9093; https://ink.library.smu.edu.sg/context/sis_research/article/10096/viewcontent/3624735.pdf
• Institution: Singapore Management University

Code search is a common yet important activity of software developers. An efficient code search model can largely facilitate the development process and improve the programming quality. Given the superb performance of learning the contextual representations, deep learning models, especially pre-trai...